{"id":28334,"date":"2024-08-01T15:29:33","date_gmt":"2024-08-01T13:29:33","guid":{"rendered":"https:\/\/www.skaylink.com\/?p=28334"},"modified":"2025-03-21T15:02:06","modified_gmt":"2025-03-21T14:02:06","slug":"das-imwf-analysiert-mit-ki-kommunikationsstroeme","status":"publish","type":"post","link":"https:\/\/www.skaylink.com\/de\/case-studies\/das-imwf-analysiert-mit-ki-kommunikationsstroeme\/","title":{"rendered":"Skaylink analysiert mit KI gro\u00dfe Datenmengen f\u00fcr IMWF"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"28334\" class=\"elementor elementor-28334\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-21123a46 header-keyvisual-container e-flex e-con-boxed e-con e-parent\" data-id=\"21123a46\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1726dc85 elementor-align-left elementor-widget elementor-widget-breadcrumbs\" data-id=\"1726dc85\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"breadcrumbs.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p id=\"breadcrumbs\"><span><span><a href=\"https:\/\/www.skaylink.com\/de\/\">Home<\/a><\/span><\/span><\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8cbea1f e-con-full e-flex e-con e-child\" data-id=\"8cbea1f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-49ba9d28 header-keyvisual-content e-con-full e-flex e-con e-child\" data-id=\"49ba9d28\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-748a9137 e-con-full e-flex e-con e-child\" data-id=\"748a9137\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3d8a8171 elementor-widget elementor-widget-text-editor\" data-id=\"3d8a8171\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tCase Studies\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4b1d8605 elementor-widget elementor-widget-heading\" data-id=\"4b1d8605\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Skaylink analysiert mit KI gro\u00dfe Datenmengen f\u00fcr IMWF<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-763a0947 elementor-widget elementor-widget-text-editor\" data-id=\"763a0947\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Mining for Meaning mit KI<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-541f4925 e-flex e-con-boxed e-con e-parent\" data-id=\"541f4925\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-e5c2a62 e-con-full elementor-hidden-tablet elementor-hidden-mobile e-flex e-con e-child\" data-id=\"e5c2a62\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3096875b e-con-full e-flex e-con e-child\" data-id=\"3096875b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1598c149 elementor-widget elementor-widget-text-editor\" data-id=\"1598c149\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Das Institut f\u00fcr Management- und Wirtschaftsforschung (IMWF) bietet seinen Kunden seit 2013 umfassende Medien-, Markt- und Reputationsanalysen an. Dazu sammelt das Institut weltweit Daten von mehr als 438 Millionen Webseiten zu zehntausenden von Unternehmen und Marken. In einer Nacht analysiert das IMWF mehr Daten, als es 1.000 Menschen in einem Jahr tun k\u00f6nnten. Zur Verarbeitung dieser extrem gro\u00dfen Datenmengen suchte das Institut einen kompetenten IT-Partner.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-394b0103 e-con-full elementor-hidden-tablet elementor-hidden-mobile e-flex e-con e-child\" data-id=\"394b0103\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-576fc07f e-flex e-con-boxed e-con e-parent\" data-id=\"576fc07f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-6418f736 e-con-full e-flex e-con e-child\" data-id=\"6418f736\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-547c7bfc elementor-widget elementor-widget-image\" data-id=\"547c7bfc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1200\" height=\"1200\" src=\"https:\/\/www.skaylink.com\/wp-content\/uploads\/2022\/01\/Karola-Klaus-IMWF-Copyright-faceland.jpg\" class=\"attachment-full size-full wp-image-79008\" alt=\"\" srcset=\"https:\/\/www.skaylink.com\/wp-content\/uploads\/2022\/01\/Karola-Klaus-IMWF-Copyright-faceland.jpg 1200w, https:\/\/www.skaylink.com\/wp-content\/uploads\/2022\/01\/Karola-Klaus-IMWF-Copyright-faceland-300x300.jpg 300w, https:\/\/www.skaylink.com\/wp-content\/uploads\/2022\/01\/Karola-Klaus-IMWF-Copyright-faceland-1024x1024.jpg 1024w, https:\/\/www.skaylink.com\/wp-content\/uploads\/2022\/01\/Karola-Klaus-IMWF-Copyright-faceland-150x150.jpg 150w, https:\/\/www.skaylink.com\/wp-content\/uploads\/2022\/01\/Karola-Klaus-IMWF-Copyright-faceland-768x768.jpg 768w, https:\/\/www.skaylink.com\/wp-content\/uploads\/2022\/01\/Karola-Klaus-IMWF-Copyright-faceland-700x700.jpg 700w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b04b387 e-con-full e-flex e-con e-child\" data-id=\"b04b387\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6e4396e5 elementor-blockquote--skin-border elementor-widget elementor-widget-blockquote\" data-id=\"6e4396e5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"blockquote.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<blockquote class=\"elementor-blockquote\">\n\t\t\t<p class=\"elementor-blockquote__content\">\n\t\t\t\t\u201eDie Zusammenarbeit mit Skaylink ist entscheidend f\u00fcr unseren Unternehmenserfolg. Die Expert*innen von Skaylink verstehen unser Gesch\u00e4ftsmodell. Sie bereiten die Daten schnell und preisg\u00fcnstig f\u00fcr unsere Auswertungen vor.\u201c\t\t\t<\/p>\n\t\t\t\t\t\t\t<div class=\"e-q-footer\">\n\t\t\t\t\t\t\t\t\t\t\t<cite class=\"elementor-blockquote__author\">Carola Klaus, Gesch\u00e4ftsf\u00fchrerin der IMWF GmbH<\/cite>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/blockquote>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-cf7aa1a e-con-full elementor-hidden-tablet elementor-hidden-mobile e-flex e-con e-child\" data-id=\"cf7aa1a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d328164 e-flex e-con-boxed e-con e-parent\" data-id=\"d328164\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-c32cf57 e-con-full elementor-hidden-tablet elementor-hidden-mobile e-flex e-con e-child\" data-id=\"c32cf57\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c0c4dba e-con-full e-flex e-con e-child\" data-id=\"c0c4dba\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-dc5841b elementor-widget elementor-widget-text-editor\" data-id=\"dc5841b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Dazu ist es wichtig, dass der IT-Partner die Anforderungen an die Analyse genau erfasst.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-af5401c e-flex e-con-boxed e-con e-parent\" data-id=\"af5401c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-bfd2391 e-con-full elementor-hidden-tablet elementor-hidden-mobile e-flex e-con e-child\" data-id=\"bfd2391\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7feb72d e-con-full e-flex e-con e-child\" data-id=\"7feb72d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3c4b621 elementor-widget elementor-widget-heading\" data-id=\"3c4b621\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Nat\u00fcrliche Sprache als Herausforderung<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b6ff818 elementor-widget elementor-widget-text-editor\" data-id=\"b6ff818\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Um Kunden aufschlussreiche Insights zu ihren Unternehmen und Produkten zu liefern, begn\u00fcgt sich IMWF nicht mit numerischen Analysen. Aus Webquellen wie Social Media Posts, Kundenbewertungen und Presseberichten zieht das Institut tiefe Erkenntnisse zu individuellen Fragestellungen.<\/p><p>Die Analyse nat\u00fcrlicher Sprache ist mit vielf\u00e4ltigen Anforderungen verbunden. Dazu geh\u00f6ren:<\/p><ul><li>Sentiment: Wird eher positiv, neutral oder negativ \u00fcber die Firma berichtet? <br \/>Das Wort \u201eCyber-Incident\u201c ist f\u00fcr betroffene Unternehmen negativ zu interpretieren. F\u00fcr eine Cyberversicherung ist es ein neutrales Wort.<\/li><li>Aktueller Anlass: Haben sich durch aktuelle Ereignisse die Bewertungen von W\u00f6rtern ge\u00e4ndert?<br \/>W\u00e4hrend der Coronakrise hat sich beispielsweise die Beurteilung des Wortes \u201eKurzarbeit\u201c ge\u00e4ndert. Au\u00dferdem sind W\u00f6rter wie \u201eInfektionsf\u00e4lle\u201c im Kontext von Unternehmen neutraler zu bewerten als noch vor der Pandemie.<\/li><li>Kontext: Enth\u00e4lt ein Text beispielsweise Ironie? <br \/>In einem Tweet wird Sprache anders verwendet als in einer Bilanz-Pressemeldung.<\/li><\/ul><p>Zudem bietet IMWF seinen Kunden Analysen an, die beispielsweise alle europ\u00e4ischen Kernsprachen einschlie\u00dfen k\u00f6nnen. Um diese und viele weitere Herausforderungen bei der automatisierten Analyse gro\u00dfer Datenmengen zu meistern, hat Skaylink f\u00fcr IMWF einen umfassenden automatisierten Prozess entwickelt.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-13e1bd3 e-con-full elementor-hidden-tablet elementor-hidden-mobile e-flex e-con e-child\" data-id=\"13e1bd3\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-566909e e-con-full e-flex e-con e-child\" data-id=\"566909e\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6d464a5 elementor-widget elementor-widget-heading\" data-id=\"6d464a5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Projekt in K\u00fcrze<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3521221 elementor-widget elementor-widget-text-editor\" data-id=\"3521221\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5><span style=\"color: #ffffff;\">Unternehmen: <\/span><\/h5><p>IMWF GmbH<\/p><h5><span style=\"color: #ffffff;\"><strong>Herausforderung:<\/strong><\/span><\/h5><p>Schnelle und preisg\u00fcnstige Analyse gro\u00dfer Datenmengen in nat\u00fcrlicher Sprache<\/p><h5><span style=\"color: #ffffff;\"><strong>L\u00f6sung:<\/strong><\/span><\/h5><p>Kombination regel- und KI-basierter Analyse-Methoden<\/p><h5><span style=\"color: #ffffff;\"><strong>Eingesetzte Technologien:<\/strong><\/span><\/h5><p>Terraform, Docker, AWS ECS, EC2 Spot Instances, AWS Glue, Lambda, Athena, StepFunctions, State-of-the-Art-Modelle wie BERT, Claude (Anthropic), GPT (OpenAI)<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-26244967 e-flex e-con-boxed e-con e-parent\" data-id=\"26244967\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-7f5001b e-con-full elementor-hidden-tablet elementor-hidden-mobile e-flex e-con e-child\" data-id=\"7f5001b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-240b2a0b e-con-full e-flex e-con e-child\" data-id=\"240b2a0b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-43fb9f34 elementor-widget elementor-widget-heading\" data-id=\"43fb9f34\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Regelbasierte Datenbereinigung<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f71aab3 elementor-widget elementor-widget-text-editor\" data-id=\"f71aab3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Skaylink erh\u00e4lt die Rohdaten des Website-Crawlings von einem IMWF-Partner und reichert sie mit selbst gecrawlten Daten an. Auf Basis von AWS-Technologien verarbeitet Skaylink jede Nacht innerhalb kurzer Zeit etwa 2,5 Millionen Artikel in verschiedensten Sprachen, erkennt relevante Texte und filtert sie nach Unternehmen, Marken, Themenkomplexen und besonderen Ereignissen, damit sie morgens bereitstehen. Die Daten durchlaufen einen ausgefeilten automatisierten Prozess \u2013 eine Kombination von regelbasierten Modellen und KI-Methoden.<\/p><p>\u00dcber eine interne Datenbank mit Web-Oberfl\u00e4che (die sogenannte \u201eEntity App\u201c) verwaltet Skaylink die mehr als 30.000 relevanten Unternehmen, Marken und Themen, die beobachtet werden sollen.<\/p><p>Die Cloud-Infrastruktur, die t\u00e4glich zum Einsatz kommt, ist \u00fcber Terraform als Infrastructure-as-Code (IaC) definiert. Sie steht in Verbindung mit Docker-Containern, deren Code \u00fcber eine GitHub-Verbindung zu AWS-Services wie CodePipeline und CodeBuild in die AWS Cloud \u00fcbertragen wird. So ist eine schnelle Anpassung des bestehenden Systems und eine entsprechende Skalierung m\u00f6glich. Innerhalb der Cloud bieten AWS-L\u00f6sungen wie Elastic Container Service (ECS), EC2 Spot Instances, SQS, AWS Lambda, StepFunctions, S3, Kinesis, Glue, Athena und weitere den Rahmen f\u00fcr die gesamte Pipeline.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c178b07 e-flex e-con-boxed e-con e-parent\" data-id=\"c178b07\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c048cd0 elementor-widget elementor-widget-image\" data-id=\"c048cd0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.skaylink.com\/wp-content\/uploads\/2022\/01\/soli-pipeline.drawio.png\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"IMWF Projekt\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6Nzg5OTYsInVybCI6Imh0dHBzOlwvXC93d3cuc2theWxpbmsuY29tXC93cC1jb250ZW50XC91cGxvYWRzXC8yMDIyXC8wMVwvc29saS1waXBlbGluZS5kcmF3aW8ucG5nIn0%3D\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"694\" src=\"https:\/\/www.skaylink.com\/wp-content\/uploads\/2022\/01\/soli-pipeline.drawio-1024x888.png\" class=\"attachment-large size-large wp-image-78996\" alt=\"\" srcset=\"https:\/\/www.skaylink.com\/wp-content\/uploads\/2022\/01\/soli-pipeline.drawio-1024x888.png 1024w, https:\/\/www.skaylink.com\/wp-content\/uploads\/2022\/01\/soli-pipeline.drawio-300x260.png 300w, https:\/\/www.skaylink.com\/wp-content\/uploads\/2022\/01\/soli-pipeline.drawio-768x666.png 768w, https:\/\/www.skaylink.com\/wp-content\/uploads\/2022\/01\/soli-pipeline.drawio-1536x1332.png 1536w, https:\/\/www.skaylink.com\/wp-content\/uploads\/2022\/01\/soli-pipeline.drawio-2048x1775.png 2048w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-addf5da e-flex e-con-boxed e-con e-parent\" data-id=\"addf5da\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-13d09dc e-con-full elementor-hidden-tablet elementor-hidden-mobile e-flex e-con e-child\" data-id=\"13d09dc\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4f92bde e-con-full e-flex e-con e-child\" data-id=\"4f92bde\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8abe91a elementor-widget elementor-widget-heading\" data-id=\"8abe91a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Schnelle Anpassungen von Analysen dank KI<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-71f55f6 elementor-widget elementor-widget-text-editor\" data-id=\"71f55f6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Skaylink nutzt KI zur Datenanalyse: Mit regelbasierten KI-Methoden erkennen die Expert*innen die grammatischen Strukturen und klassifizieren Texte auf Grundlage von Wortlisten und komplexen Abfolgemustern. Zudem setzen sie Large Language Models (LLMs) ein. Dazu geh\u00f6ren LLM-Basismodelle wie BERT, die Skaylink mit annotierten Daten von IMWF verfeinert und auf den Anwendungskontext zuschneidet. Besondere Analysen werden vereinzelt mit neuesten Modellen wie Claude 3 von Anthropic, das \u00fcber AWS Bedrock nutzbar ist, angereichert. Diese Kombination aus regelbasierten und modellbasierten Ans\u00e4tzen erm\u00f6glicht es, individuelle St\u00e4rken und Schw\u00e4chen der jeweiligen Technologien auszubalancieren. Zus\u00e4tzlich bietet sie mehr Optionen, um im Einzelfall einzugreifen. Besonders die M\u00f6glichkeit, neueste LLMs anzupassen und auch branchenspezifische Informationen einflie\u00dfen zu lassen, gibt IMWF die n\u00f6tige Pr\u00e4zision und Individualisierbarkeit, die f\u00fcr seine Studien unerl\u00e4sslich sind.<\/p><p>Bei \u00c4nderungen k\u00f6nnen die Expert*innen die BERT-KI-Modelle innerhalb eines halben Tages nachtrainieren. Je mehr Daten vorliegen, desto besser ist das Ergebnis. Bei einem kompletten Neuentwurf eines Modells w\u00fcrde dies mehrere Wochen dauern. Die Skaylink-Expert*innen \u00fcberpr\u00fcfen die KI-Ergebnisse regelm\u00e4\u00dfig stichprobenartig, um eine bestm\u00f6gliche Qualit\u00e4t sicherzustellen. Falls n\u00f6tig, k\u00f6nnen sie weiter optimiert werden. Dieser menschliche Faktor, auch als \u201eHuman-in-the-Loop\u201c bekannt, stellt einerseits sicher, dass die bestehenden Klassifikationen korrekt sind, andererseits wird daf\u00fcr gesorgt, dass neue Themen fr\u00fchzeitig erkannt und Bedeutungs\u00e4nderungen entsprechend ber\u00fccksichtigt werden.<\/p><p>Am Ende des Verarbeitungsprozesses \u00fcbergibt Skaylink nur noch die f\u00fcr die Auswertung relevanten Daten an IMWF. So kann IMWF zeitnah Berichte f\u00fcr Kunden erstellen.<\/p><p>Neben Qualit\u00e4t der Analyse und Schnelligkeit achten die Skaylink-Expert*innen auf die Kosten der AWS-Infrastruktur und sch\u00f6pfen auch hier Optimierungspotentiale aus.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c4b8e59 elementor-widget elementor-widget-video\" data-id=\"c4b8e59\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/youtu.be\\\/GnMk3eOvM_A?feature=shared&quot;,&quot;video_type&quot;:&quot;youtube&quot;,&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-wrapper elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-978f7cd e-flex e-con-boxed e-con e-parent\" data-id=\"978f7cd\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-c6c577b e-con-full elementor-hidden-tablet elementor-hidden-mobile e-flex e-con e-child\" data-id=\"c6c577b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b3c6f9c e-con-full e-flex e-con e-child\" data-id=\"b3c6f9c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9d985bd elementor-widget elementor-widget-heading\" data-id=\"9d985bd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Kontinuierliche Weiterentwicklung<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0728cc5 elementor-widget elementor-widget-text-editor\" data-id=\"0728cc5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Die Analyse-Expert*innen von IMWF und Skaylink stehen im regelm\u00e4\u00dfigen Austausch, um die Modelle weiter zu optimieren. Ein Grund hierf\u00fcr k\u00f6nnen neue IMWF-Kundenprojekte oder aktuelle Ergebnisse sein. Kleinere Anpassungen k\u00f6nnen die Expert*innen von Skaylink aufgrund ihrer umfassenden Erfahrung oft innerhalb weniger Stunden vornehmen, z. B. um einen aktuellen Skandal n\u00e4her zu betrachten.<\/p><p>Zudem bieten neue technische Entwicklungen zus\u00e4tzliches Optimierungspotential. \u201eWir haben das Vertrauen von IMWF, um Experimente durchzuf\u00fchren. So k\u00f6nnen wir immer wieder pr\u00fcfen, ob neue Technologien einen Mehrwert f\u00fcr IMWF bieten\u201c, freut sich Agatha Dabrowski, Senior Consultant AWS Analytics, Skaylink. \u201eSo lernen wir gemeinsam mit dem IMWF.\u201c <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7c9d306 e-flex e-con-boxed e-con e-parent\" data-id=\"7c9d306\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-a197cb6 e-con-full elementor-hidden-tablet elementor-hidden-mobile e-flex e-con e-child\" data-id=\"a197cb6\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c9a3342 e-con-full e-flex e-con e-child\" data-id=\"c9a3342\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8755f5a elementor-widget elementor-widget-heading\" data-id=\"8755f5a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Fazit<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-07d5db0 elementor-widget elementor-widget-text-editor\" data-id=\"07d5db0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u201eZusammen mit den Expert*innen von Skaylink werden wir unsere Analyse-Methoden konstant weiterentwickeln\u201c, erkl\u00e4rt Carola Klaus. \u201eIch freue mich auf die Fortsetzung unserer langj\u00e4hrigen vertrauensvollen und erfolgreichen Zusammenarbeit.\u201c<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6efc8997 e-flex e-con-boxed e-con e-parent\" data-id=\"6efc8997\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4b98e44 elementor-widget elementor-widget-heading\" data-id=\"4b98e44\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Erfolgsprojekte von Skaylink<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7aa19b5c elementor-arrows-position-inside elementor-widget elementor-widget-loop-carousel\" data-id=\"7aa19b5c\" 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elementor-element-55762ecb e-flex e-con-boxed e-con e-parent\" data-id=\"55762ecb\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-534ce23f e-con-full e-flex e-con e-child\" data-id=\"534ce23f\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-373b26ac e-con-full elementor-hidden-tablet elementor-hidden-mobile e-flex e-con e-child\" data-id=\"373b26ac\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0fe0875 e-con-full e-flex e-con e-child\" data-id=\"0fe0875\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-66b75a3 elementor-widget elementor-widget-text-editor\" data-id=\"66b75a3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tCase Studies\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b58affb elementor-widget elementor-widget-heading\" data-id=\"b58affb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Hotelsoftware-Anbieter ibelsa erreicht bessere Skalierbarkeit und erh\u00f6ht die Sicherheit mit Skaylink und AWS<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-29d94ff elementor-widget elementor-widget-text-editor\" data-id=\"29d94ff\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tMit AWS-Partner Skaylink konnte das Hotelverwaltungssystem ibelsa bessere Skalierbarkeit erreichen, die Kosten senken und die Sicherheit verbessern.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-79b359c elementor-widget elementor-widget-button\" data-id=\"79b359c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.skaylink.com\/de\/case-studies\/ibelsa\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"skaylinkicon- skaylink-icon-arrow\"><\/i>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Weiterlesen<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<style id=\"loop-dynamic-70874\">.e-loop-item-91638 .elementor-element.elementor-element-534ce23f:not(.elementor-motion-effects-element-type-background), .e-loop-item-91638 .elementor-element.elementor-element-534ce23f > .elementor-motion-effects-container > .elementor-motion-effects-layer{background-image:url(\"https:\/\/www.skaylink.com\/wp-content\/uploads\/2026\/02\/STABILO_Produktion_BOSS-ORIGINAL-1.jpg\");}<\/style>\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"70874\" class=\"elementor elementor-70874 elementor-57266 elementor-57266 swiper-slide e-loop-item e-loop-item-91638 post-91638 post type-post status-publish format-standard has-post-thumbnail hentry category-case-studies tag-microsoft tag-security\" data-elementor-post-type=\"elementor_library\" role=\"group\" aria-roledescription=\"slide\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-55762ecb e-flex e-con-boxed e-con e-parent\" data-id=\"55762ecb\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-534ce23f e-con-full e-flex e-con e-child\" data-id=\"534ce23f\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-373b26ac e-con-full elementor-hidden-tablet elementor-hidden-mobile e-flex e-con e-child\" data-id=\"373b26ac\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0fe0875 e-con-full e-flex e-con e-child\" data-id=\"0fe0875\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-66b75a3 elementor-widget elementor-widget-text-editor\" data-id=\"66b75a3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tCase Studies\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b58affb elementor-widget elementor-widget-heading\" data-id=\"b58affb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Professionelle R\u00fcckendeckung f\u00fcr die eigene IT-Sicherheit<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-29d94ff elementor-widget elementor-widget-text-editor\" data-id=\"29d94ff\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tSTABILO setzt auf das Cyber Security Center von Skaylink \u2013 eine Managed-SOC-L\u00f6sung f\u00fcr den zuverl\u00e4ssigen 24\/7-Schutz der Cloud-Infrastruktur. \t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-79b359c elementor-widget elementor-widget-button\" data-id=\"79b359c\" data-element_type=\"widget\" data-e-type=\"widget\" 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e-child\" data-id=\"534ce23f\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-373b26ac e-con-full elementor-hidden-tablet elementor-hidden-mobile e-flex e-con e-child\" data-id=\"373b26ac\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0fe0875 e-con-full e-flex e-con e-child\" data-id=\"0fe0875\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-66b75a3 elementor-widget elementor-widget-text-editor\" data-id=\"66b75a3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tCase Studies\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b58affb elementor-widget elementor-widget-heading\" data-id=\"b58affb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Nutzerzentrierung beim StWN-Konzern: So geht Modern Work!<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-29d94ff elementor-widget elementor-widget-text-editor\" data-id=\"29d94ff\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tSkaylink begleitete die St\u00e4dtischen Werke N\u00fcrnberg (StWN) auf dem Weg zu einer hochmodernen, bestens abgesicherten Arbeitsumgebung. \t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-79b359c elementor-widget elementor-widget-button\" data-id=\"79b359c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.skaylink.com\/de\/case-studies\/nutzerzentrierung-stwn-konzern\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"skaylinkicon- skaylink-icon-arrow\"><\/i>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Weiterlesen<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<div class=\"elementor-swiper-button elementor-swiper-button-prev\" role=\"button\" tabindex=\"0\" aria-label=\"Voriger\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"skaylinkicon- skaylink-icon-arrow-circle-left---mobile\"><\/i>\t\t\t<\/div>\n\t\t\t<div class=\"elementor-swiper-button elementor-swiper-button-next\" role=\"button\" tabindex=\"0\" aria-label=\"N\u00e4chster\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"skaylinkicon- skaylink-icon-arrow-circle-right---mobile\"><\/i>\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Skaylink kombiniert f\u00fcr IMWF regel- und KI-basierte Methoden zur schnellen Analyse gro\u00dfer Datenmengen.<\/p>\n","protected":false},"author":23,"featured_media":79062,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[15],"tags":[71,120],"class_list":["post-28334","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-case-studies","tag-aws","tag-ki-ml"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.skaylink.com\/de\/wp-json\/wp\/v2\/posts\/28334","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.skaylink.com\/de\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.skaylink.com\/de\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.skaylink.com\/de\/wp-json\/wp\/v2\/users\/23"}],"replies":[{"embeddable":true,"href":"https:\/\/www.skaylink.com\/de\/wp-json\/wp\/v2\/comments?post=28334"}],"version-history":[{"count":53,"href":"https:\/\/www.skaylink.com\/de\/wp-json\/wp\/v2\/posts\/28334\/revisions"}],"predecessor-version":[{"id":84856,"href":"https:\/\/www.skaylink.com\/de\/wp-json\/wp\/v2\/posts\/28334\/revisions\/84856"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.skaylink.com\/de\/wp-json\/wp\/v2\/media\/79062"}],"wp:attachment":[{"href":"https:\/\/www.skaylink.com\/de\/wp-json\/wp\/v2\/media?parent=28334"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.skaylink.com\/de\/wp-json\/wp\/v2\/categories?post=28334"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.skaylink.com\/de\/wp-json\/wp\/v2\/tags?post=28334"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}